View all app connections
View all AI automations
View all chatbots
View all lead automations
View all booking automations
View all payment automations
View all workflows
View all Shopify
View all WooCommerce
View all HubSpot
View all Salesforce
View all Stripe
View all Google Sheets
View all Slack
View all dental practice
View all law firm
View all medical practice
View all real estate
View all restaurant and food
View all home services
View all construction
See all: get more leads
See all: get paid faster
See all: save admin time
See all: support customers
See all: book more appointments
See all: sell more online
See all: hire and onboard
View all AI automations
View all AI automations
View all AI automations
View all AI automations
View all AI automations
View all AI automations
View all AI automations

BoldBellowsVoiceflow WhatsApp agents for businesses whose customers are on WhatsApp

Voiceflow WhatsApp AI agent automation through the conversation API, with Meta's messages relayed, the number as user ID, the window and templates respected and handoffs to a person

The documented channels are the widget, phone, SMS and the API, so WhatsApp runs through the conversation API with a relay that carries Meta's messages, using the customer's number as the user ID. BoldBellows records the customer's number, the message and the template or window it sits in before a reply is drafted, relays each WhatsApp message to the agent through the conversation API and replies in the right window, then builds the relay that verifies each webhook from the WhatsApp Cloud API, sends the customer's text to the agent with a PUT request keyed on their number, turns the traces that come back into WhatsApp messages, buttons and lists, checks the 24-hour window before every reply and switches to an approved template when it has closed, and passes the customer to a person together with the conversation.

View Pricing

One-off setup from $1,470
No monthly subscription

  • Build a Voiceflow WhatsApp agent
  • Relayed through the API
  • Window and templates respected
Voiceflow WhatsApp AI agent automation through the conversation API that relays Meta's messages to the agent uses the customer's number as the user ID answers from your knowledge base respects the 24-hour window and approved templates and hands over to a person, built by BoldBellows
Voiceflow to AI workflow: synced, zero duplicate proposalsStatus chip: synced 2 minutes ago with a live tape of filed messages.Synced 2 min agoMessage #1042 · filedStatus change #1039 · matchedQueue TPL-WELCO · updatedReport · checkedMessage #1043 · filedMessage #1042 · filedStatus change #1039 · matchedQueue TPL-WELCO · updatedReport · checkedMessage #1043 · filed
Plate I. A WhatsApp webhook verified and relayed to a Voiceflow agent keyed on the customer's number, the traces translated to messages, and a template sent when the window closed.
  • Webhook verified before the agent is contacted
  • Number as user ID one conversation each
  • Window checked before every reply
  • Template after it closes approved
  • Exceptions on a list Every unresolved item is listed with its age
  • Priced before you ask $1,470 is where the entry package begins, and every extra shows its price beside it

Chapter 01 the not-a-built-in-channel problem

WhatsApp isn't a built-in channel, so someone has to build the bridge

Voiceflow's documented ways to reach customers are the web widget, phone, SMS and its API. WhatsApp is not on the list, so a WhatsApp agent means a bridge: something must receive Meta's webhooks, pass each message to the agent, and carry the replies back. A weak bridge treats a repeated webhook as a new message, ignores the 24-hour window and fails when the agent returns a card or a carousel that WhatsApp cannot show. The business sees an agent that answers twice, goes silent overnight and cannot start a conversation because the template was never approved.

WhatsApp stopped being the one channel the agent could not reach.

From a developer's integration notes

No built-in WhatsApp channel

The bridge had to be built.

A repeated webhook answered twice

Duplicates were not recognized.

Silence after the window closed

No template was ready.

Before

Before Voiceflow to AI workflow automation: manual messages exports, duplicates and broken formulasThe old way: a handwritten ledger with a duplicate entry circled in red, notes about redoing the export every Monday, a coffee ring and an ink blot.#1041 Mia R.84.00#1042 Jon K.129.50#1042 Jon K.129.50#1043 Ana S.56.25#1044 Lee W.??twice?Mon 8:47 — redomerge the 3 filesfix #REF! (again)email Sam the total
Fig. 2a. An auto-reply on WhatsApp.

After

After Voiceflow to AI workflow automation: one clean workflow that matches VoiceflowThe new way: a card index with Messages, Queue, Status changes and Reports cards, each showing a live count.THE CARD INDEX · ALWAYS CURRENTMessages1,204ON FILEQueue318ON FILEStatus changes12ON FILEReports46ON FILEVoiceflow messages
Fig. 2b. The agent behind WhatsApp.

Before

  • Each retry quietly adds a duplicate proposal with Voiceflow WhatsApp AI Agent
  • WhatsApp is handled by hand because the agent can't reach it
  • Webhooks, windows and templates are guessed

After

  • One key built from the customer's number, the conversation, the knowledge version and the model run points a repeat back to its proposal
  • The agent reaches WhatsApp through a tested bridge
  • Duplicates, windows and templates are all handled

Chapter 02 How it works

How a WhatsApp message becomes an agent reply in the right window

On this Voiceflow WhatsApp AI Agent service, a change is tested against the rule, matched to its proposal by key, and written only if it adds something.

How Voiceflow to AI workflow automation works: messages in, one clean proposal each, on a scheduleAi of messages from your Voiceflow agent feed through the rollers of the sync we build, a letterpress that checks each one, and come out as neat proposals in your AI workflow.Your agentMESSAGES INTHE PRESSchecks each workflowMESSAGE · REPLIES#104613#10477#10486#104921READ-ONLYACCESSONE PROPOSALPER MESSAGEYour Voiceflow agentThe sync we buildYour AI workflowMessages, agents, queueFixes edits, checks on a scheduleMessages, conversions, reportsHow Voiceflow to AI workflow automation works: messages in, one clean proposal each, on a schedule, stacked: your agent, the press, then your workflow.Your Voiceflow agentThe sync we buildYour AI workflow#104613#10477#10486READ-ONLYACCESSONE PROPOSALPER MESSAGE
Fig. 3. The webhook is verified, relayed, translated and answered inside the window.

Check and qualify

The source and time of the event are recorded and the Voiceflow event is judged against your admission rule before anything happens.

Verify, relay, translate

The webhook is verified, the text is relayed to the agent, and the traces are translated.

Check, send, hand over

The window is checked, the reply or template is sent, and hard cases go to a person.

Notes on the relay, the window and the model

  • WhatsApp through the API: The documented channels are the widget, phone, SMS and the API, so WhatsApp runs through the conversation API with a relay that carries Meta's messages, using the customer's number as the user ID.
  • One number, one conversation: The conversation API treats the user ID as the conversation, so using the customer's number keeps each person in one continuous thread.
  • Safe retries: A repeated request is allowed only after one key built from the customer's number, the conversation, the knowledge version and the model run has been searched in the AI workflow and found absent.

Chapter 03 What ships in the build

Inside the WhatsApp bridge: the parts that relay, translate and check

With Voiceflow WhatsApp AI Agent in place, three jobs share the work: Core decides, Extended acts and Audited verifies.

What lands in your workflow: messages, queues and reports from VoiceflowAI workflow ledger of the week's messages beside a summary page with net conversions of 1842, message counts and a bar chart.MESSAGES · THIS WEEKLedger#2081A. Patel6#2082J. Moreno6#2083S. Okafor10#2084L. Chen7#2085R. Evans5#2086M. Rossi6#2087T. Nowak4SUMMARY18421847net conversions · matches VoiceflowMESSAGES312STATUS CHANGES12AVERAGE6MTWTFSSTOTAL44MessagesMessagesAgents & queueStatus changesReportsDaily messagesDashboard

Admission screen

Screens the Voiceflow events that arrive from Voiceflow so only those you agreed to can start work.

Core

Stable identity ledger

Keeps a decision record for each Voiceflow signal: the inputs, the evidence, the confidence and the approval state.

Core

Data minimizer

Strips every Voiceflow value that has no job in the AI workflow before the write is made.

Core

Relay service

Receives WhatsApp webhooks and calls the conversation API.

Extended

Number-and-conversation matcher

Reads one key built from the customer's number, the conversation, the knowledge version and the model run on each arrival and files the record as new, updated, done or unclear.

Extended

Trace and window matrix

Decides how each trace is shown and whether a template is needed.

Extended

Message register

Finds drift between Voiceflow and the AI workflow early and keeps a dated list for an owner to clear.

Audited

Window monitor

Flags chats near the end of the 24-hour window.

Audited

Escalation queue

Ranks unresolved the AI workflow items by age and shows who has to act on each, for this Voiceflow WhatsApp AI Agent service.

Audited

From voiceflow whatsapp ai agent historical migration to voiceflow whatsapp and whatsapp ai agent voiceflow, one route. Related searches include voiceflow whatsapp ai agent automation setup, voiceflow whatsapp templates, voiceflow whatsapp ai agent implementation, voiceflow whatsapp ai agent, voiceflow whatsapp cloud API, voiceflow whatsapp ai agent error handling, voiceflow whatsapp chatbot, voiceflow whatsapp 24 hour window, voiceflow whatsapp ai agent automation, voiceflow whatsapp ai agent automation consultant, voiceflow whatsapp ai agent automation API, voiceflow whatsapp ai agent automation workflow, voiceflow whatsapp integration, connect voiceflow to whatsapp, voiceflow whatsapp ai agent automation service, voiceflow whatsapp ai agent duplicate prevention, voiceflow whatsapp API, voiceflow conversation API whatsapp, voiceflow whatsapp ai agent automation integration, voiceflow whatsapp ai agent automation agency, voiceflow whatsapp ai agent consultant and voiceflow whatsapp business.

Chapter 04 Who this fits

Built for banks and credit unions, and for anyone who must run a Voiceflow agent on WhatsApp through the conversation API: relay Meta's messages, use the customer's number as the user ID, answer from your knowledge base, respect the 24-hour window and templates, and hand over to a person

Customers want to talk to your agent on WhatsApp, and since it is not a built-in channel, the bridge has to be reliable.

Customer

"Answer me on WhatsApp."

I get a reply in seconds.

Support lead

"Keep the agent's quality."

The same agent answers everywhere.

Developer

"Build a reliable bridge."

Webhooks are verified and deduplicated.

Marketing lead

"Stay inside the rules."

Windows and templates are handled.

Operations lead

"One agent to maintain."

WhatsApp is just another channel.

Compliance lead

"Show what was said."

Transcripts keep the thread.

Chapter 05 The options

Pick a way to join Voiceflow and the AI workflow: a WhatsApp number with an auto-reply and no way to scale, a zap, or an API-relayed WhatsApp agent

Each can run an auto-reply. Only one relays Meta's messages to the agent through the API, keeps the window in view and uses templates after it.

Comparison table: Pick a way to join Voiceflow and the AI workflow: a WhatsApp number with an auto-reply and no way to scale, a zap, or an API-relayed WhatsApp agent
Question An auto-reply A generic bridge Our API-relayed WhatsApp agent
What starts the work A person checks the screen Each Voiceflow event the connector was pointed at Only Voiceflow events the rule approves
How identity is decided A person types the name into a search box Matching depends on spelling Customer number, message, conversation and window state
What reaches the AI workflow Values copied by hand A single block of plain values An agent reply translated for WhatsApp, or an approved template, with a handoff when needed
After an uncertain result Two tabs and a spreadsheet Nothing tells anyone it failed Compares live state first, then repairs or routes to an owner
By handAutomated37 files · 12 errors1 workflow · 0 errors

Order cannot be assumed

The route ranks events by their own timestamps and keeps the newest state, so a delayed Voiceflow notice does not roll back a proposal.

Meta delivers the same webhook twice

The message ID is recognized, the agent is not invoked a second time, and the customer receives one reply. One key built from the customer's number, the conversation, the knowledge version and the model run drives a lookup whose result is one of absent, matching, changed or in doubt.

Nothing is mapped until one key built from the customer's number, the conversation, the knowledge version and the model run is chosen, since each later rule refers back to it.

Interlude Cost comes from numbers, messages and conversations

Price your WhatsApp agent, guardrail by guardrail

Pick where the Voiceflow AI route starts and the price follows every choice. Entry pricing is $1,470.

View Pricing

One setup fee · Range shown first

Pricing

Build your Voiceflow AI WhatsApp Agent price

Pick a package, answer three short questions about how Voiceflow data should reach AI WhatsApp Agent, and your price and turnaround move as you choose.


Choose your packageRequired

The three packages differ by how much routing, reconciliation and governance sits around the Voiceflow to AI WhatsApp Agent route.

A focused production route for one Voiceflow event family and one governed WhatsApp agent queue, delivering Voiceflow WhatsApp AI agent automation through the conversation API that relays Meta's messages to the agent, uses the customer's number as the user ID, answers from your knowledge base, respects the 24-hour window and approved templates, and hands over to a person with identity, evidence and failure controls from day one.

  • One approved Voiceflow event family and business-state admission rule within the Voiceflow WhatsApp AI Agent service.
  • One authorized account, workspace, organization, or base boundary within the Voiceflow WhatsApp AI Agent service.
  • One WhatsApp AI Agents object contract with field and relationship mapping
  • Stable matching through Voiceflow workspace plus project, environment, conversation, user, turn, tool-call, or trace ID and source identity paired with the whatsapp ai agents record, conversation, case, event, or result identifier
  • Tests for duplicates, stale events, malformed data, denied access, and timeouts within the Voiceflow WhatsApp AI Agent service.
  • Implementation map, test record, and premium PDF operations handover within the Voiceflow WhatsApp AI Agent service.

Adds branching, existing-record matching and a bounded historical pass for teams whose Voiceflow signals need more than one approved WhatsApp agent path, while still delivering Voiceflow WhatsApp AI agent automation through the conversation API that relays Meta's messages to the agent, uses the customer's number as the user ID, answers from your knowledge base, respects the 24-hour window and approved templates, and hands over to a person.

  • Everything in Launch
  • Up to four approved routing or state-transition branches within the Voiceflow WhatsApp AI Agent service.
  • Existing-record resolution and one bounded historical checkpoint within the Voiceflow WhatsApp AI Agent service.
  • Lookup-before-replay protection for uncertain writes
  • Named exception ownership and a decision-ready evidence packet within the Voiceflow WhatsApp AI Agent service.
  • Field, permission, and destination-state validation before mutation within the Voiceflow WhatsApp AI Agent service.

Adds reconciliation, drift detection and an aged-exception report for teams that now depend on WhatsApp agent proposals every day.

  • Everything in Operations
  • Scheduled source-to-destination reconciliation
  • Schema, field, scope, and webhook drift checks within the Voiceflow WhatsApp AI Agent service.
  • Volume-aware retry ceilings and stale-event protection
  • Aged-exception reporting with ownership status
  • Thirty-day release watch and operating review

In this Voiceflow WhatsApp AI Agent design, multi-business-unit routing, unrestricted bidirectional synchronization, regulated archives, unsupported extensions, or additional destination systems receive a separate written quote. Third-party subscriptions and usage charges are excluded.

Which Voiceflow changes should be allowed to start an AI WhatsApp agent decision?Required

Governed lifecycle set: Use this when several documented Voiceflow states must converge on one WhatsApp agent decision.

How should a Voiceflow record that already has an AI WhatsApp agent decision be recognized?Required

Ambiguity queue: Send zero-match and multi-match WhatsApp agent cases to a named reviewer instead of letting the model guess.

What should happen when an AI WhatsApp agent action can't be confirmed?Required

Managed repair case: Give every uncertain WhatsApp agent action an owner, a live-state comparison and an approved replay decision.

How soon do you need it live?Required

Standard follows the schedule your other choices set. Pay to move up the queue and go live sooner.

Optional extrasOptional

Each one begins switched off. Turn on what your rollout needs, watch the total, switch it back off.

Chapter 06 The process

Six steps from an auto-reply to a Voiceflow agent on WhatsApp

For Voiceflow WhatsApp AI Agent, six stages, one output each, take you from the first request to a month of live running.

  1. About 30 minutes

    Review the setup

    We review your WhatsApp Business account, your templates, your agent and where the bridge will run.

  2. Access review

    Approve access

    Limited access to Voiceflow is arranged, the model provider is chosen with you, and the fields that identify each decision are agreed.

  3. Most of the project

    Agree the behavior

    How traces map to WhatsApp messages, what happens at the window's edge and who takes handoffs are written out and approved first.

  4. Before you review

    Try the awkward cases

    Duplicates, late events and permission changes are run through a rehearsal copy of the AI workflow first, in the Voiceflow WhatsApp AI Agent service.

  5. Handover day

    Launch with notes

    With Voiceflow WhatsApp AI Agent in place, nothing goes live until you have read the launch notes and said yes, and the first live runs are watched closely.

  6. About 30 minutes

    Look back at day thirty

    With Voiceflow WhatsApp AI Agent in place, at the end of month one we go through volume, exceptions and retries together and tune the route.

Chapter 07 Turnaround

Going live: the days each package takes

Delivery time runs from approved access to Voiceflow and the model service.

Core

6 to 10 business days

Extended

10 to 16 business days

Audited

16 to 24 business days

Chapter 08 Getting started

Four things to line up before kickoff

Permission to read the Voiceflow items the route is built around

A Voiceflow workspace with a personal access token, a WhatsApp Business account with approved templates, and a place to host the relay

Voiceflow access, limited to the resources the route needs

A clear statement of when a Voiceflow event should start work in the AI workflow

Permission to rehearse the route against a copy of the AI workflow

Any existing flows or scripts that already touch these Voiceflow records

Chapter 09 Trust

Both products stay as they are, and only mapped values travel

Approved Voiceflow data goes to the model, a typed proposal comes back, and your policy decides whether anything is written.

Read-only Voiceflow to AI workflow access: your data stays yoursA contact table with the email field blacked out and a read-only stamp, with a seal noting emails are hidden except from named people.CONTACTSNAMEEMAILREPLIESMaya Chen9Omar Hale14Lena Brooks5Sam Ortiz21Priya Nair7READ-ONLYHidden from everyoneexcept named people

Documented access only

Everything the route does with Voiceflow and the AI workflow goes through the access each vendor publishes, and nothing hidden is relied on.

Scoped, revocable access

In the Voiceflow WhatsApp AI Agent service, every key is scoped to a single job, and you can retire any of them at once without touching the rest.

A narrow field list

Each value that reaches the AI workflow is on a written list with the reason beside it, and the rest of the Voiceflow record is left alone.

Retrying without risk

Because one key built from the customer's number, the conversation, the knowledge version and the model run travels with the proposal, a second attempt can be told apart from a first one that simply arrived late.

Minimal logging

The log records that something happened and how it ended, not what the Voiceflow record said.

Full handover

Along with the build you get the diagram, the credential register and the repair guide, all of them yours to keep, on the Voiceflow WhatsApp AI Agent service.

"When a channel is not built in, the honest work is the bridge, and the bridge has to be right."

Steven GrratFounder, BoldBellows

Chapter 10 In their words

What BoldBellows clients say

Verified reviews from business owners who use BoldBellows automations every day, from marketing and data to support and operations.

AI Workflow Automation for Agencies

Running a digital agency with many clients was overwhelming. BoldBellows built one automation dashboard that tracks tasks, sends updates and creates client reports automatically.

Clients love the transparency and we love the time we get back. Productivity is up, and project delays have dropped to almost zero.

Samuel BoatengVerifiedAccra, Ghana

AI Customer Journey Automation

We wanted a smoother path from first contact to purchase. BoldBellows built an AI system that guides each customer there automatically.

It sends personalized messages, recommends products and follows up at just the right moment. Customer retention has improved dramatically.

Nadia HassanVerifiedCairo, Egypt

AI Lead Qualification & Sales Automation

Our sales team wasted hours chasing cold leads. BoldBellows built an AI lead-scoring system that reads behavior, email engagement and buying signals.

It filters out weak leads and sends personalized follow-ups automatically, so our team only talks to people who are ready to buy. Conversions rose 40% in the first month. It paid for itself straight away.

Aisha MohammedVerifiedDubai, UAE

AI Video & Voice Automation

We publish product videos every week, and BoldBellows introduced us to AI video automation. The system writes the script, voices it and produces the finished video in minutes.

The quality is remarkable: professional voiceovers, clean visuals and smooth editing. Production time went from three days to under 30 minutes, and we scaled our video marketing without adding cost.

Lucas SteinerVerifiedMunich, Germany

AI Email & Smart Inbox Management

Our inbox used to be chaos. BoldBellows built an AI email system that sorts messages, drafts replies and flags anything urgent.

It learns how we write and gets better every week. We reply faster and no longer miss important messages. It feels like having a personal assistant working around the clock.

Chloe AndersonVerifiedMelbourne, Australia

AI Booking & Scheduling Automation

Our coaching business needed a better way to schedule. BoldBellows automated all of it: bookings, reminders, cancellations and follow-ups.

No-shows fell by 60% and clients enjoy how smooth it is. It feels personal, not robotic. One of the best upgrades we’ve made.

Emily CarterVerifiedLondon, United Kingdom

AI Translation & Localisation

When we expanded abroad we needed fast, accurate translations. BoldBellows built an AI translation system that turns our content into several languages instantly.

The translations read naturally and suit each culture. We now serve customers in five new countries without hiring translators. BoldBellows helped us go global.

Kenji NakamuraVerifiedOsaka, Japan

AI HR & Recruitment Automation

Our HR team was drowning in applications. BoldBellows automated screening, skills-based filtering and interview scheduling.

It saves us hours every week and means we only interview qualified people. Hiring is now faster, better organized and more professional.

Olivia MartinezVerifiedAustin, USA

AI Accounting & Invoice Automation

BoldBellows automated our whole invoicing process: creating invoices, sending reminders and tracking payments.

Late payments dropped sharply, and our accounting team finally has time for strategy instead of repetitive admin. Worth every penny.

Ravi PatelVerifiedNew Delhi, India

Chapter 11 Questions

Voiceflow on WhatsApp: what business owners ask

On this Voiceflow WhatsApp AI Agent service, the answers below cover what people usually want to know before they decide.

?How long does it take?Asked most often6 to 10 daysSet date, no surprisesAnswers, straight away
Can a no-code Voiceflow AI zap do this?

A basic zap covers a WhatsApp agent built on Voiceflow, even though WhatsApp is not a built-in channel. It stops short of what it takes to relay messages through the API, keep the 24-hour window and templates in view or hand over cleanly.

Is WhatsApp a built-in Voiceflow channel?

Not in the documented channels, so we connect through the API.

Which ID does the agent use?

The customer's WhatsApp number.

What about the 24-hour window?

Replies stay inside it, and templates reopen a closed chat.

How long does an access token last?

Up to a year at most, so we plan its renewal.

Can it use buttons and lists?

Yes, where WhatsApp supports them.

Can a person take over?

Yes, with the transcript.

Who chooses what data the model gets from Voiceflow?

Mapping is included. Every Voiceflow field is marked as shown to the model, kept out of it, or used only for matching, and you approve the list before anything runs.

Can it branch by project, urgency or owner in the Voiceflow WhatsApp AI Agent service?

Yes. Rules decide which Voiceflow signals reach the model and what it may propose, so the route fits how you work. Packages start at $1,470.

What if the AI model is updated or replaced on the Voiceflow WhatsApp AI Agent service?

If either platform changes, only the Voiceflow records it touches are paused, and you are told which and why. Related searches this service covers include custom voiceflow whatsapp ai agent automation.

Give your customers the same agent on WhatsApp

Tell us which Voiceflow changes should reach the model and who signs off its proposals. We show the price first, from $1,470.

  • From $1,470, paid once
  • Webhook verified
  • Number as user ID
  • No monthly fee from us